Rafał Dreżewski
Academic Degrees and Professional Titles
- 2019
- D.Sc. (Habilitation) in the discipline of Information and Communication
Technology.
- Faculty of Computer Science, Electronics and Telecommunications.
- AGH University of Science and Technology, Krakow, Poland.
- Title of the publication series: The bio-inspired multi-agent
systems.
- 2005
- Ph.D. in the discipline of Computer Science.
- Faculty of Electrical Engineering, Automatics, Computer Science and
Electronics.
- AGH University of Science and Technology, Krakow, Poland.
- Title of the Ph.D. thesis: Co-evolutionary techniques of optimization of
multimodal functions with the use of agent technology.
- Supervisor: Prof. Krzysztof Cetnarowicz
- Doctoral dissertation defended with honors.
- 1998
- M.Sc.Eng. in Computer Science.
- Faculty of Electrical Engineering, Automatics, Computer Science and
Electronics.
- AGH University of Science and Technology, Krakow, Poland.
- Title of the M.Sc. thesis: The practical application of the agent approach to
building a decentralized computer system solving the problem of resource
balancing.
- Supervisor: Prof. Krzysztof Cetnarowicz
Employment history
- 10.2019-present
- Associate Professor.
- Institute of Computer Science.
- AGH University of Krakow, Krakow, Poland.
- 01.2006-09.2019
- Assistant Professor.
- Department of Computer Science
- AGH University of Science and Technology, Krakow, Poland.
- 02.2003-present
- Lecturer.
- Faculty of Management, Finance and Computer Science
- The School of Banking and Management in Krakow, Poland.
- 10.2001-12.2005
- Research and Teaching Assistant.
- Department of Computer Science.
- AGH University of Science and Technology, Krakow, Poland.
- 1998-2001
- Translator.
- BTW Engineering - LOGOS Group, Krakow, Poland.
- English-Polish translations of technical documentation, user's manuals,
and promotional materials of the following companies: Novell, Compaq, Texas
Instruments, Toshiba, Ultrak, Whirlpool, Caterpillar.
Research interests
- Bio-inspired artificial intelligence,
- Machine learning,
- Multi-agent systems,
- Evolutionary algorithms,
- Co-evolutionary algorithms,
- Deep neural networks,
- Agent-based modeling and simulation,
- Artificial life,
- Multi-objective optimization,
- Multi-modal optimization,
- Economic simulations,
- Social simulations,
- Biological simulations,
- Computational economics,
- Computational sociology,
- Computational biology.
Participation in projects
- 2014-2017
- A system for collecting and generating information for criminal
analysis and activities coordination of the Border Guard, The
National Centre for Research and Development Grant.
- 2011-2014
- Advanced IT techniques supporting data processing in criminal
analysis, The National Centre for Research and Development
Grant.
- 2010-2013
- Bio-inspired mechanisms in planning and management in dynamic
environments, Polish Ministry of Science and Higher Education
Grant.
- 2009-2012
- Logistic decision support on the basis of situation recognition
and pattern analysis with the use of agent-oriented
methodologies, Polish Ministry of Science and Higher Education
Grant.
- 2008-2010
- Aquisition and verification of information for supporting
organizational and operational activities of public security
services, Polish Ministry of Science and Higher Education
Grant.
- 2006-2009
- Application of artificial intelligence methods and agent-based
technologies to support investigatory activities and proof procedures
with emphasis on internet crimes, Polish Ministry of Science and
Higher Education Grant.
- 2006-2008
- Agent architectures of hybrid systems supporting decision making
in planning and management of the enterprises, Polish Ministry of
Science and Higher Education Grant.
- 2004-2007
- Agent-based planning in dynamic environment with crisis situations,
Polish State Committee for Scientific Research (KBN) Grant.
- 2002-2004
- Decentralized model of evolutionary computations realized with the use of
multi-agent systems, Polish State Committee for Scientific Research (KBN)
Grant.
Keynote lectures at conferences
- Agent-Based Modeling and Simulation of Speciation and Ecosystem
Diversity. The 2018 International Symposium on Advanced Intelligent
Informatics (SAIN 2018). Yogyakarta, Indonesia, August 29-30, 2018
- Comparison of data mining techniques for money laundering detection
system. 2015 International Conference on Science in Information
Technology (ICSITech 2015). Big Data Spectrum for Future Information
Economy. Yogyakarta, Indonesia, October 27-28, 2015
Lectures at conferences
- R. Dębski, R. Dreżewski. Surrogate-assisted ship route
optimisation. 23nd International Conference on Computational
Science --– ICCS 2023. Prague, Czech Republic, 3-5 July,
2023. Conference Rank (CORE): A.
- Shoffan Saifullah, Rafał Dreżewski, Felix Andika Dwiyanto, Agus
Sasmito Aribowo, Yuli Fauziah. Sentiment analysis using
machine learning approach based on feature extraction for anxiety
detection. 23nd International Conference on Computational
Science --– ICCS 2023. Prague, Czech Republic, 3-5 July,
2023. Conference Rank (CORE): A.
- S. Saifullah, D. B. Prasetyo, Indahyani, R. Dreżewski,
F. A. Dwiyanto. Palm oil maturity classification using K-Nearest
Neighbors based on RGB and L*a*b color extraction. 27th
International Conference on Knowledge-Based and Intelligent
Information \& Engineering Systems. Athens, Greece, 6-8 September,
2023. Conference Rank (CORE): B.
- S. Saifullah, R. Dreżewski. Modified histogram equalization
for improved CNN medical image segmentation. 27th
International Conference on Knowledge-Based and Intelligent
Information \& Engineering Systems. Athens, Greece, 6-8 September,
2023. Conference Rank (CORE): B.
- R. Dębski, R. Dreżewski. Adaptive surrogate-assisted
optimal sailboat path search using onboard computers. 22nd
International Conference on Computational Science --– ICCS
2022. London, United Kingdom, 21-23 June, 2022. Conference Rank
(CORE): A.
- S. Saifullah, R. Dreżewski. Non-destructive egg fertility
detection in incubation using SVM classifier based on GLCM
parameters. 26th International Conference on Knowledge-Based
and Intelligent Information \& Engineering Systems. Verona, Italy,
7-9 September, 2022. Conference Rank (CORE): B.
- M. Badura, M. Lampert, Rafał Dreżewski. System supporting
poetry generation using text generation and style transfer
methods. 26th International Conference on Knowledge-Based and
Intelligent Information \& Engineering Systems. Verona, Italy, 7-9
September, 2022. Conference Rank (CORE): B.
- R. Dreżewski, G. Wątor, Chess as Sequential Data in a Chess
Match Outcome Prediction Using Deep Learning with Various
Chessboard Representations. 25th International Conference on
Knowledge-Based and Intelligent Information \& Engineering Systems
Szczecin, Poland \& KES Virtual Conference Centre 8-10 September,
2021. Conference Rank (CORE): B.
- R. Dreżewski, J. Solawa, The application of selected modern
artificial intelligence techniques in an exemplary strategy
game. 25th International Conference on Knowledge-Based and
Intelligent Information \& Engineering Systems Szczecin, Poland \&
KES Virtual Conference Centre 8-10 September, 2021. Conference
Rank (CORE): B.
- Artificial intelligence techniques for the Puerto Rico strategy
game. Agent and Multi-Agent Systems: Technologies and
Applications. 11th KES International Conference, KES-AMSTA 2017 Vilamoura,
Algarve, Portugal, June 21-23, 2017
- The application of co-evolutionary genetic programming and TD(1)
reinforcement learning in large-scale strategy game VCMI. Agent and
Multi-Agent Systems: Technologies and Applications. 9th KES International
Conference, KES-AMSTA 2015 Sorrento, Italy, June 17-19, 2015
- Agent-based neuro-evolution algorithm. Agent and Multi-Agent
Systems: Technologies and Applications. 9th KES International Conference,
KES-AMSTA 2015 Sorrento, Italy, June 17-19, 2015
- Agent-based simulation model of sexual selection mechanism. Agent
and Multi-Agent Systems: Technologies and Applications. 9th KES
International Conference, KES-AMSTA 2015 Sorrento, Italy, June
17-19, 2015
- Evolutionary system supporting music composition. 4th
International Conference on Intelligent Interactive Multimedia Systems and
Services (KES-IIMSS-11), University of Piraeus, Greece July 20-22
2011
- Agent-based evolutionary system for traveling salesman
problem. Hybrid Artificial Intelligence Systems, 4th International
Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009
- Co-operative co-evolutionary approach to multi-objective
optimization. Hybrid Artificial Intelligence Systems, 4th
International Conference, HAIS 2009, Salamanca, Spain, June 10-12,
2009
- Comparison of multi-agent co-operative co-evolutionary and
evolutionary algorithms for multi-objective portfolio
optimization. Evostar 2009, Tübingen, Germany, April 15-17, 2009
- Evolutionary system for generating investment
strategies. Evostar 2008, Naples, Italy, March 26-28, 2008
- Generating robust investment strategies with agent-based
co-evolutionary system. Computational Science - ICCS 2008, 8th
International Conference, Krakow, Poland, June 23-25, 2008
- Hierarchical approach to evolutionary multi-objective
optimization. Computational Science - ICCS 2008, 8th International
Conference, Krakow, Poland, June 23-25, 2008
- The aggregation mechanism for agent-based evolutionary
computation. 4th IFAC Conference on Management and Control of
Production and Logistics 2007, Sibiu, Romania, September 27-30, 2007
- Co-operative co-evolutionary system for solving dynamic VRPTW
problems with crisis situations. Third International Conference on
Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2007,
Regensburg, Germany, September 3-5, 2007
- Multi-objective optimization technique based on co-evolutionary
interactions in multi-agent system. Evostar 2007, Valencia, Spain,
April 11-13, 2007
- Maintaining diversity in agent-based evolutionary
computation. Computational Science - ICCS 2006, 6th International
Conference, Reading, UK, May 28-31, 2006
- Multi-objective optimization using co-evolutionary multi-agent
system with host-parasite mechanism. Computational Science - ICCS
2006, 6th International Conference, Reading, UK, May 28-31, 2006
- Resource sharing mechanism in co-evolutionary multi-agent
system. 8th National Conference on Evolutionary Computation and
Global Optimization (KAEiOG 2005), Korbielów, Poland, May 30-June 1,
2005
- A co-evolutionary multi-agent system for multi-modal function
optimization. Computational Science - ICCS 2004, 4th International
Conference, Krakow, Poland, June 6-9, 2004
- Co-evolutionary multi-agent system with sexual selection for
multi-modal optimization. XVth International Conference on Systems
Science (ICSS 2004), Wrocław, Poland, September 7-10 2004
- Classical and agent-based co-evolutionary
techniques. Workshop on Genetic Algorithms (WAG 2003), Wdzydze,
Poland, September 4-5, 2003
- A model of co-evolution in multi-agent system. 3rd
International Central and Eastern European Conference on Multi-Agent
Systems, CEEMAS 2003, Prague, Czech Republic, June 16-18, 2003
- Preserving diversity in evolution strategy for shape design of
rotating elastic disc. 6th Conference on Evolutionary Algorithms and
Global Optimization (KAEiOG 2003), Łagów Lubuski, Poland, May 26-28,
2003
- Coevolution in multi-agent system as a niching
technique. Annual Workshop on Multi-Agent Systems and New Trends in
Soft Computing (Agent Day 2002), December 12-13, 2002, Belfort, France
- Coevolutionary multiagent systems in multimodal
optimization. 2nd International Conference on Philosophy and Computer
Science Processes of Evolution in Real and Virtual Systems, January 10-11,
2002, Krakow, Poland
- Niche formation techniques based on coevolutionary interactions in
multi-agent system. 3rd Workshop on Evolutionary Algorithms and
Global Optimisation (KAEiOG 2002). Krakow, Poland. September 23-24,
2002
- Równoległe i agentowe modele algorytmów ewolucyjnych. Workshop
on Genetic Algorithms (WAG 2002), Szyndzielna (Bielsko-Biała), Poland
- The mechanism of supervising the evolution process realized in
multi-agent world. 2nd International Conference on Formal Methods and
Intelligent Techniques in Control, Decision Making, Multimedia and
Robotics, October 6-7, 2000, Warsaw, Poland
- The application of escape and aggregation evolution operators to
the evolution process in prediction system. International Workshop
Control and Information Technology (IWCIT 1999), Ostrava, Czech Republic,
September 16, 1999
Conference steering committee membership
- 2021 7th International Conference on Science in Information Technology
(ICSITech 2021)
- 2020 6th International Conference on Science in Information Technology
(ICSITech 2020)
- 2019 5th International Conference on Science in Information Technology
(ICSITech 2019)
- 2018 4th International Conference on Science in Information Technology
(ICSITech 2018)
- 2017 3rd International Conference on Science in Information Technology
(ICSITech 2017)
Conference scientific/programme committee membership
- 17th International Conference on Agents and Artificial
Intelligence --- ICAART 2025
- 18th International Conference on Parallel Problem Solving From
Nature (PPSN 2024).
- The Genetic and Evolutionary Computation Conference
(GECCO-2024), Real World Applications (RWA) Track.
- International Conference on Computational Science (ICCS 2024),
Artificial Intelligence and High-Performance Computing for
Advanced Simulations Thematic Track.
- The 10th International Conference on Machine Learning,
Optimization, and Data Science (LOD 2024).
- 16th International Conference on Agents and Artificial
Intelligence --- ICAART 2024.
- The Genetic and Evolutionary Computation Conference
(GECCO-2023), Real World Applications (RWA) Track.
- International Conference on Computational Science (ICCS 2023),
Artificial Intelligence and High-Performance Computing for
Advanced Simulations Thematic Track.
- The 9th International Conference on Machine Learning,
Optimization, and Data Science (LOD 2023).
- 18th Conference on Computer Science and Intelligence Systems
(FedCSIS 2023).
- 15th International Conference on Agents and Artificial
Intelligence --- ICAART 2023.
- 17th International Conference on Parallel Problem Solving
from Nature (PPSN 2022).
- The Genetic and Evolutionary Computation Conference
(GECCO-2022), Real World Applications (RWA) Track.
- International Conference on Computational Science (ICCS
2022), Artificial Intelligence and High-Performance
Computing for Advanced Simulations Thematic Track.
- The 8th International Conference on Machine Learning,
Optimization, and Data Science (LOD 2022).
- The 2022 5th International Symposium on Advanced Intelligent
Informatics (SAIN 2022).
- 17th Conference on Computer Science and Intelligence Systems
(FedCSIS 2022).
- 2022 2nd International Conference on Artificial
Intelligence, Big Data and Algorithms (CAIBDA 2022).
- The 2021 4th International Symposium on Advanced Intelligent
Informatics (SAIN 2021).
- 2021 7th International Conference on Science in Information Technology
(ICSITech 2021).
- 16th Conference on Computer Science and Intelligence Systems (FedCSIS
2021).
- The 7th International Conference on Machine Learning, Optimization,
and Data Science (LOD 2021).
- The Genetic and Evolutionary Computation Conference (GECCO-2021), Real
World Applications (RWA) Track.
- International Conference on Computational Science (ICCS
2021), Artificial Intelligence and High-Performance Computing for
Advanced Simulations Thematic Track.
- The 2021 3rd East Indonesia Conference on Computer and Information
Technology (EIConCIT 2021).
- 16th International Conference on Parallel Problem Solving from Nature
(PPSN 2020).
- 2020 6th International Conference on Science in Information Technology
(ICSITech 2020).
- The Sixth International Conference on Machine Learning, Optimization,
and Data Science (LOD 2020).
- The 2020 3rd International Symposium on Advanced Intelligent
Informatics (SAIN 2020).
- The Genetic and Evolutionary Computation Conference (GECCO-2020), Real
World Applications (RWA) Track.
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop
w ramach International Conference on Computational Science (ICCS
2020).
- The 6th International Conference on Electrical, Electronics and
Information Engineering (ICEEIE 2019).
- The 2019 2nd International Symposium on Advanced Intelligent
Informatics (SAIN 2019).
- The International Conference on Sustainable Engineering and Creative
Computing (ICSECC 2019).
- 2nd International Conference on Applied Science, Engineering, and
Social Sciences (ICASESS 2019).
- 2019 5th International Conference on Science in Information Technology
(ICSITech 2019).
- The Fifth International Conference on Machine Learning, Optimization,
and Data Science (LOD 2019).
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop
w ramach International Conference on Computational Science (ICCS
2019).
- The Genetic and Evolutionary Computation Conference (GECCO-2019), Real
World Applications (RWA) Track.
- 2018 4th International Conference on Science in Information Technology
(ICSITech 2018).
- 15th International Conference on Parallel Problem Solving from Nature
(PPSN 2018).
- The 2018 International Symposium on Advanced Intelligent Informatics
(SAIN 2018).
- The Genetic and Evolutionary Computation Conference (GECCO-2018), Real World
Applications (RWA) Track.
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop
w ramach International Conference on Computational Science (ICCS
2018).
- The 2nd East Indonesia Conference on Computer and Information
Technology (EIConCIT 2018).
- The 2nd International conferences on Information Technology,
Information Systems and Electrical Engineering (ICITISEE 2017).
- The Third International Conference on Machine learning, Optimization
and big Data (MOD 2017).
- 2017 3rd International Conference on Science in Information Technology
(ICSITech 2017).
- The 2nd International Conference on Computer Science and Technology
(CST 2017).
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w
ramach International Conference on Computational Science (ICCS
2017).
- 2016 2nd International Conference on Science in Information Technology
(ICSITech 2016).
- The International Conference on Artificial Intelligence Science
and Technology (AIST 2016).
- 14th International Conference on Parallel Problem Solving From
Nature (PPSN 2016).
- The 5th Conference on Artificial Intelligence and Data Mining
(AIDM 2016).
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop
w ramach International Conference on Computational Science (ICCS
2016).
- The Second International Workshop on Machine learning,
Optimization and Big Data (MOD 2016).
- The 4th Conference on Artificial Intelligence and Data Mining
(AIDM 2015).
- 2015 International Conference on Science in Information Technology
(ICSITech 2015).
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w
ramach International Conference on Computational Science (ICCS
2015).
- 13th International Conference on Parallel Problem Solving
From Nature (PPSN 2014).
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop
w ramach International Conference on Computational Science (ICCS
2014).
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop
w ramach International Conference on Computational Science (ICCS
2013).
- The Ninth International Conference on Simulated Evolution
And Learning (SEAL 2012).
- 12th International Conference on Parallel Problem Solving
From Nature (PPSN 2012).
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop
w ramach International Conference on Computational Science (ICCS
2012).
- Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop
w ramach International Conference on Computational Science (ICCS
2011).
- 11th International Conference on Parallel Problem Solving
From Nature (PPSN 2010).
- The Eighth International Conference on Simulated
Evolution And Learning (SEAL-2010).
- Agent-Based Computing, Adaptive Algorithms and Bio Computing
Workshop w ramach International Conference on Computational
Science (ICCS 2010).
- Fourth European Workshop on Evolutionary Computation in
Finance and Economics w ramach EvoStar
2010.
- Intelligent Agents in Simulation and Evolvable Systems Workshop w
ramach International Conference on Computational Science (ICCS
2009).
- Third European Workshop on Evolutionary Computation in
Finance and Economics w ramach EvoStar
2009.
- Intelligent Agents and Evolvable Systems Workshop w
ramach International Conference on Computational Science (ICCS
2008).
- Second European Workshop on Evolutionary Computation in
Finance and Economics w ramach EvoStar 2008.
- Intelligent Agents in Computing Systems Workshop w
ramach International Conference on Computational Science (ICCS
2007).
Conference technical committee membership
- IEEE Congress on Evolutionary Computation (CEC 2008)
within the IEEE World Congress on Computational Intelligence
(WCCI 2008)
Conference organizing committee membership
- 11th International Conference on Parallel Problem Solving From
Nature (PPSN 2010)
- Second International Conference on Philosophy and Computer
Science - Processes of Evolution in Real and Virtual Systems (PERVS
2002), Krakow, Poland
Conference reviewer
- 2018 International Conference on Engineering and Applied Technology
(ICEAT 2018)
- 2017 International Conference on Engineering and Applied Technology
(ICEAT 2017)
- 21st International Conference on Methods and Models in
Automation and Robotics (MMAR 2016)
- The 2015 International Conference on Fuzzy System and Data
Mining (FSDM 2015)
- The 4th International Symposium on Intelligence Computation and
Applications (ISICA 2009)
- Intelligent Agents in Computing Systems Workshop within
the International Conference on Computational Science (ICCS
2006)
- 2005 IEEE/WIC/ACM International Conference on Intelligent
Agent Technology (IAT 2005)
Member of editorial boards of journals
- International Journal
of Advances in Intelligent Informatics
- Knowledge
Engineering and Data Science
- AI
- Computer Science
Member of reviewer boards of journals
- Digital
Journal reviewer
- IEEE Transactions on Evolutionary Computation. Impact Factor (2022): 14.3. Reviews: 5
- Artificial Intelligence Review. Impact Factor (2022): 12. Reviews: 1
- IEEE Transactions on Cybernetics. Impact Factor (2022): 11.8. Reviews: 2
- Applied Soft Computing. Impact Factor (2022): 8.7. Reviews: 21
- Expert Systems with Applications. Impact Factor (2022): 8.5. Reviews: 2
- Financial Innovation. Impact Factor (2022): 8.4. Reviews: 1
- European Journal of Operational Research. Impact Factor (2022): 6.4. Reviews: 5
- Journal of Theoretical and Applied Electronic Commerce Research. Impact Factor (2022): 5.6. Reviews: 1
- Cancers. Impact Factor (2022): 5.2. Reviews: 1
- Ocean Engineering. Impact Factor (2022): 5.0. Reviews: 1
- Computers and Electrical Engineering. Impact Factor (2022): 4.3. Reviews: 3
- Progress in Artificial Intelligence. Impact Factor (2022): 4.2. Reviews: 1
- China Communications. Impact Factor (2022): 4.1. Reviews: 1
- IEEE Access. Impact Factor (2022): 3.9. Reviews: 14
- Sensors. Impact Factor (2022): 3.9. Reviews: 14
- Sustainability. Impact Factor (2022): 3.9. Reviews: 11
- Machine Learning and Knowledge Extraction. Impact Factor (2022): 3.9. Reviews: 3
- Big Data and Cognitive Computing. Impact Factor (2022): 3.7. Reviews: 4
- Robotics. Impact Factor (2022): 3.7. Reviews: 1
- Journal of the Operational Research Society. Impact Factor (2022): 3.6. Reviews: 2
- Technologies. Impact Factor (2022): 3.6. Reviews: 1
- Journal of Sensor and Actuator Networks. Impact Factor (2022): 3.5. Reviews: 1
- Processes. Impact Factor (2022): 3.5. Reviews: 1
- Future Internet. Impact Factor (2022): 3.4. Reviews: 6
- Inventions. Impact Factor ( 2022): 3.4. Reviews: 3
- Materials. Impact Factor (2022): 3.4. Reviews:
- Journal of Computational Science. Impact Factor (2022): 3.3. Reviews: 28
- Brain Sciences. Impact Factor ( 2022): 3.3. Reviews: 2
- Energies. Impact Factor (2022): 3.2. Reviews: 37
- Journal of Zhejiang University - Science A. Impact Factor (2022): 3.2. Reviews: 1
- Information. Impact Factor (2022): 3.1. Reviews: 5
- Administrative Sciences. Impact Factor (2022): 3.0. Reviews: 1
- Journal of Business & Economic Statistics. Impact Factor (2022): 3.0. Reviews: 1
- Electronics. Impact Factor (2022): 2.9. Reviews: 7
- Intelligent Systems in Accounting, Finance and Management. Impact Factor (2022): 2.9. Reviews: 1
- Journal of Marine Science and Engineering. Impact Factor (2022): 2.9. Reviews: 1
- Computers. Impact Factor (2022): 2.8. Reviews: 2
- Computational Intelligence. Impact Factor (2022): 2.8. Reviews: 1
- Applied Sciences. Impact Factor (2022): 2.7. Reviews: 28
- Symmetry. Impact Factor (2022): 2.7. Reviews: 26
- Entropy. Impact Factor (2022): 2.7. Reviews: 10
- Data. Impact Factor (2022): 2.6. Reviews: 3
- Multimodal Technologies and Interaction. Impact Factor (2022): 2.5. Reviews: 1
- Mathematics. Impact Factor (2022): 2.4. Reviews: 27
- Algorithms. Impact Factor (2022): 2.3. Reviews: 12
- Computation. Impact Factor (2022): 2.2. Reviews: 1
- Societies. Impact Factor (2022): 2.1. Reviews: 2
- Axioms. Impact Factor (2022): 2.0. Reviews: 1
- Journal of the Royal Statistical Society Series A - Statistics in Society. Impact Factor (2022): 2.0. Reviews: 1
- International Journal of Applied Mathematics and Computer Science. Impact Factor (2022): 1.9. Reviews: 4
- Mathematical and Computational Applications. Impact Factor (2022): 1.9. Reviews: 1
- Systems. Impact Factor (2022): 1.9. Reviews: 1
- Bulletin of the Polish Academy of Sciences: Technical Sciences. Impact Factor (2022): 1.2. Reviews: 1
- Journal of Computational Methods in Sciences and Engineering. Impact Factor (2022): 0.5. Reviews: 1
- International Journal of Advances in Intelligent Informatics. Impact Factor (2022): -. Reviews: 38
- Knowledge Engineering and Data Science. Impact Factor (2022): -. Reviews: 10
- African Journal of Business Management. Impact Factor (2022): -. Reviews: 2
- Mathematical Problems in Engineering. Impact Factor (2022): -. Reviews: 2
- AI. Impact Factor (2022): -. Reviews: 1
- Advances in Computer Science Research. Impact Factor (2022): -. Reviews: 1
- African Journal of Mathematics and Computer Science Research. Impact Factor (2022): -. Reviews: 1
- Analytics. Impact Factor (2022): -. Reviews: 1
- Applied System Innovation. Impact Factor (2022): -. Reviews: 1
- Computational Intelligence and Neuroscience. Impact Factor (2022): -. Reviews: 1
- Computer Systems Science and Engineering. Impact Factor (2022): -. Reviews: 1
- International Journal of Computer Engineering Research. Impact Factor (2022): -. Reviews: 1
- Journal of Ambient Intelligence and Humanized Computing. Impact Factor (2022): -. Reviews: 1
- Journal of Engineering and Technology Research. Impact Factor (2022): -. Reviews: 1
- Journal of Internet and Information Systems. Impact Factor (2022): -. Reviews: 1
- Machine Learning with Applications. Impact Factor (2022): -. Reviews: 1
- Parallel and Distributed Computing and Networks. Impact Factor (2022): -. Reviews: 1
- The Open Electrical & Electronic Engineering Journal. Impact Factor (2022): -. Reviews: 1
- Wireless Communications and Mobile Computing. Impact Factor (2022): -. Reviews: 1
Reviewer of research projects
- National Science Centre. Reviews: 1.
Reviews and studies prepared on request
- Research Square.
Reviews: 3.
- Rubriq. Reviews: 1.
Scientific publications reviews
- Journal papers: 386
- Book chapters: 1
- Conference papers: 216
- Research projects: 1
- Ph.D. thesis: 1
Diploma theses reviews
- M.Sc. theses: 61
- Engineering thesis: 81
- Engineering projects: 46
Supervision of the completed diploma theses
- M.Sc. theses: 93
- Engineering thesis: 73
- Engineering projects: 36
Scientific cooperation
- Department of Electrical Engineering, State University of Malang, Indonesia.
- Informatics Department, Universitas Ahmad Dahlan, Yogyakarta, Indonesia.
- Department of Economics and Organization of Enterprises, Cracow University
of Economics, Poland.
- Department of Criminal Law and Criminology, University of Bialystok, Poland.
International exchange
- 2023/2024
- Scientific supervisor of students from Universidad de Sevilla, Escuela
Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial
Intelligence and Expert Systems) within frames of the LLP/Erasmus programme,
Faculty of Management, Finance and Computer Science, The School of Banking and
Management in Krakow, Poland
- 2022/2023
- Scientific supervisor of students from Universidad de Sevilla, Escuela
Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial
Intelligence and Expert Systems) within frames of the LLP/Erasmus programme,
Faculty of Management, Finance and Computer Science, The School of Banking and
Management in Krakow, Poland
- 2021/2022
- Scientific supervisor of students from Universidad de Sevilla, Escuela
Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial
Intelligence and Expert Systems) within frames of the LLP/Erasmus programme,
Faculty of Management, Finance and Computer Science, The School of Banking and
Management in Krakow, Poland
- 2020/2021
- Scientific supervisor of students from Universidad de Sevilla, Escuela
Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial
Intelligence and Expert Systems) within frames of the LLP/Erasmus programme,
Faculty of Management, Finance and Computer Science, The School of Banking and
Management in Krakow, Poland
- 2019/2020
- Scientific supervisor of students from Universidad de Sevilla, Escuela
Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial
Intelligence and Expert Systems) within frames of the LLP/Erasmus programme,
Faculty of Management, Finance and Computer Science, The School of Banking and
Management in Krakow, Poland
- 2018/2019
- Scientific supervisor of students from Universidad de Sevilla, Escuela
Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial
Intelligence and Expert Systems) within frames of the LLP/Erasmus programme,
Faculty of Management, Finance and Computer Science, The School of Banking and
Management in Krakow, Poland
- 2017/2018
- Scientific supervisor of students from Universidad de Sevilla, Escuela
Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial
Intelligence and Expert Systems) within frames of the LLP/Erasmus programme,
Faculty of Management, Finance and Computer Science, The School of Banking and
Management in Krakow, Poland
- 2017/2018
- Scientific supervisor of students within frames of the LLP/Erasmus
programme, Department of Computer Science, Faculty of Computer Science,
Electronics and Telecomunications, AGH University of Science and Technology,
Krakow, Poland
- 2016/2017
- Scientific supervisor of students from Universidad de Sevilla, Escuela
Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial
Intelligence and Expert Systems) within frames of the LLP/Erasmus programme,
Faculty of Management, Finance and Computer Science, The School of Banking and
Management in Krakow, Poland
- 2016/2017
- Scientific supervisor of students within frames of the LLP/Erasmus
programme, Department of Computer Science, Faculty of Computer Science,
Electronics and Telecomunications, AGH University of Science and Technology,
Krakow, Poland
- 2015/2016
- Scientific supervisor of students from Universidad de Sevilla, Escuela
Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial
Intelligence and Expert Systems) within frames of the LLP/Erasmus programme,
Faculty of Management, Finance and Computer Science, The School of Banking and
Management in Krakow, Poland
- 2015/2016
- Scientific supervisor of students within frames of the LLP/Erasmus
programme, Department of Computer Science, Faculty of Computer Science,
Electronics and Telecomunications, AGH University of Science and Technology,
Krakow, Poland
- 07/2014-08/2014
- Scientific supervisor of interns from ESISAR, Institut National
Polytechnique de Grenoble (INPG), Valence, France within frames of the
LLP/Erasmus programme, Department of Computer Science, Faculty of Computer
Science, Electronics and Telecomunications, AGH University of Science and
Technology, Krakow, Poland
- 07/2013-08/2013
- Scientific supervisor of interns from ESISAR, Institut National
Polytechnique de Grenoble (INPG), Valence, France within frames of the
LLP/Erasmus programme, Department of Computer Science, Faculty of Computer
Science, Electronics and Telecomunications, AGH University of Science and
Technology, Krakow, Poland
- 07/2012-08/2012
- Scientific supervisor of interns from ESISAR, Institut National
Polytechnique de Grenoble (INPG), Valence, France within frames of the
LLP/Erasmus programme, Department of Computer Science, Faculty of Computer
Science, Electronics and Telecomunications, AGH University of Science and
Technology, Krakow, Poland
- 06/2008
- Lectures and monitoring of students' activities within the frame of
LLP/Erasmus programme, Institut National Polytechnique de Grenoble (INPG),
France
- 06/2007
- Lectures and monitoring of students' activities within the frame of
Socrates/Erasmus programme, Institut National Polytechnique de Grenoble
(INPG), France
- 06/2004
- Lectures and monitoring of students' activities within the frame of
Socrates/Erasmus programme, Institut National Polytechnique de Grenoble
(INPG), France
Current teaching activities
Lectures:
- Bio-inspired artificial intelligence (Third-cycle studies, AGH University
of Krakow, Poland)
- Modeling of systems and simulation (Second-cycle studies, AGH University
of Krakow, Poland)
- Security of computer systems and networks: Linux (Post-diploma studies,
AGH University of Krakow, Poland)
- Modeling of systems and simulation (Second-cycle studies, The
School of Banking and Management in Krakow, Poland)
- Artificial intelligence and expert systems (First-cycle studies, The
School of Banking and Management in Krakow, Poland)
Seminar classes:
- Bio-inspired artificial intelligence (Third-cycle studies, AGH University
of Krakow, Poland)
Laboratory classes:
- Project lab (First-cycle studies, AGH University of Krakow, Poland)
- Security of computer systems and networks: Linux (Post-diploma studies,
AGH University of Krakow, Poland)
- Modeling of systems and simulation (Second-cycle studies, The
School of Banking and Management in Krakow, Poland)
- Artificial intelligence and expert systems (First-cycle studies,
The School of Banking and Management in Krakow, Poland)
Project classes:
- Bio-inspired artificial intelligence (Third-cycle studies, AGH University of Krakow, Poland)
- Modeling of systems and simulation (Second-cycle studies, AGH University of Krakow, Poland)
- Computational intelligence (Second-cycle studies, AGH University of Krakow, Poland)
Auditorium classes:
- Diploma seminar (First-cycle studies, The School of Banking and Management
in Krakow, Poland)
- Diploma thesis (First-cycle studies, The School of Banking and Management
in Krakow, Poland)
Past teaching activities
Lectures:
- Evolutionary programming (Third-cycle studies, AGH University of Science
and Technology, Krakow, Poland)
- Artificial intelligence methods (First-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- Introduction to computer science (First-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- Unix security (Post-diploma studies, AGH University of Science and
Technology, Krakow, Poland)
Laboratory classes:
- Heuristic optimization techniques (Long-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- Evolutionary algorithms (Long-cycle studies, AGH University of Science and
Technology, Krakow, Poland)
- Component technologies (Long-cycle studies, AGH University of Science and
Technology, Krakow, Poland)
- Object-oriented technologies (Long-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- Artificial intelligence methods (Long-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- Data structures and data bases (Long-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- UNIX and Windows system programming (Long-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- Object-oriented and component technologies (Second-cycle studies, AGH
University of Science and Technology, Krakow, Poland)
- Component techniques (Second-cycle studies, AGH University of Science and
Technology, Krakow, Poland)
- Modeling of systems and simulation (Second-cycle studies, AGH University
of Science and Technology, Krakow, Poland)
- Computational intelligence (Second-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- Fundamentals of Artificial Intelligence (First-cycle studies,
AGH University of Science and Technology, Krakow, Poland)
- Artificial intelligence methods (First-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- Operating systems (First-cycle studies, AGH University of Science and
Technology, Krakow, Poland)
- Revision control systems (Post-diploma studies, AGH University of Science
and Technology, Krakow, Poland)
- Windows security (Post-diploma studies, AGH University of Science and
Technology, Krakow, Poland)
- Introduction to C++ programming (Post-diploma studies, AGH University of
Science and Technology, Krakow, Poland)
- Java programming techniques (Post-diploma studies, AGH University of
Science and Technology, Krakow, Poland)
- Unix security (Post-diploma studies, AGH University of Science and
Technology, Krakow, Poland)
- Introduction to Java programming (Post-diploma studies, AGH University of
Science and Technology, Krakow, Poland)
- Computer systems in production and management (First-cycle studies, The
School of Banking and Management in Krakow, Poland)
- Database systems (First-cycle studies, The School of Banking and
Management in Krakow, Poland)
- Advanced database systems (First-cycle studies, The School of
Banking and Management in Krakow, Poland)
Project classes:
- Object-oriented and component techniques (Second-cycle studies, AGH
University of Science and Technology, Krakow, Poland)
- Artificial intelligence methods (Second-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
- Operating systems (First-cycle studies, AGH University of Science and
Technology, Krakow, Poland)
Auditorium classes:
- Diploma seminar (Second-cycle studies, AGH University of Science and
Technology, Krakow, Poland)
- Introduction to computer science (First-cycle studies, AGH University of
Science and Technology, Krakow, Poland)
Organizational activities
- 2022-present
- Member of the Faculty of Computer Science Council, AGH
University of Krakow, Krakow, Poland
- 2022-present
- Member of the Commission for Verification of the 8th Level of
the Polish Qualification Framework, Scientific Discipline Board for
Computer and Information Sciences, AGH University of Krakow, Krakow,
Poland
- 2021-present
- Member of the Commission for the Quality of the Diploma Process
for the Informatics Major, AGH University of Krakow, Krakow,
Poland
- 2020-present
- Member of the Scientific Discipline Board for Computer and
Information Sciences, AGH University of Krakow, Krakow, Poland
- 2019-2020
- Member of the Faculty of Computer Science, Electronics and
Telecomunications Council, AGH University of Science and Technology,
Krakow, Poland
- 2016-2019
- Member of the Faculty Team for Quality of Education, Faculty of Computer
Science, Electronics and Telecomunications, AGH University of Science and
Technology, Krakow, Poland
- 2013-2019
- Member of the Education Commission, Department of Computer Science, AGH
University of Science and Technology, Krakow, Poland
- 2009-2012
- Member of the Dissertation Commission, Faculty of Computer Science,
Electronics and Telecomunications, AGH University of Science and Technology,
Krakow, Poland
- 2007-2008
- Member of the Recruitment Commission, Faculty of Electrical Engineering,
Automatics, Computer Science and Electronics, AGH University of Science and
Technology, Krakow, Poland
- 2006-2012
- Teaching activities planning person in Intelligent Information Systems
Group, Department of Computer Science, AGH University of Science and
Technology, Krakow, Poland
- 2002-2018
- Supervisor of the BIT Students' Scientific Association affiliated
with the Faculty of Computer Science, Electronics and Telecomunications, AGH
University of Science and Technology, Krakow, Poland
- 2002-2015
- Organizer of seminars of the Intelligent Information Systems Group,
Department of Computer Science, AGH University of Science and Technology,
Krakow, Poland
Honors
- 2022
- 3rd-degree Individual Award of the Rector of AGH University of
Krakow for Scientific Achievements
- 2019
- Peer Review Awards (Publons, Clarivate Analytics): Top 1% of Reviewers in
Cross-Field
- 2018
- 3rd-degree Individual Award of the Rector of AGH UST for Scientific
Achievements
- 2018
- 2nd-degree Team Award of the Rector of AGH UST for Organizational
Achievements
- 2018
- Peer Review Awards (Publons, Clarivate Analytics): Top 1% of Reviewers
for Engineering
- 2018
- Peer Review Awards (Publons, Clarivate Analytics): Top 1% of Reviewers
for Multidisciplinary
- 2015
- 3rd-degree Individual Award of the Rector of AGH UST for Scientific
Achievements
- 2008
- 3rd-degree Individual Award of the Rector of AGH UST for Scientific
Achievements
- 2007
- 3rd-degree Individual Award of the Rector of AGH UST for Scientific
Achievements
- 2006
- 3rd-degree Individual Award of the Rector of AGH UST for Scientific
Achievements
- 2005
- 3rd-degree Individual Award of the Rector of AGH UST for Scientific
Achievements
- 2004
- 3rd-degree Individual Award of the Rector of AGH UST for Scientific
Achievements
Membership in organizations
- 2020-present
- Association for Scientific Computing
Electronics and Engineering (ASCEE), Computer Society
- 2011-2014
- Member of the Board: Polish
Information Processing Society, Małopolska Branch
- 2008-present
- Polish Information Processing Society,
Małopolska Branch